Jiawang Bian

3 papers · 2017–2019 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

CVPR (1) IJCAI (1) NeurIPS (1)

Top co-authors

Ming-Ming Cheng (3) Le Zhang (1) Peng-tao Jiang (1) Wen-Yan Lin (1) Naiyan Wang (1) Yasuyuki Matsushita (1) Chunhua Shen (1) Sai-Kit Yeung (1) Yun Liu (1) Ian Reid (1)

Research topics

Computer Vision (3) Machine Learning (3) Core Methods (2) Processing (2) Deep Learning (1) Analysis (1) Domain-Specific (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1)

Keywords

self-supervised learning (1) feature matching (1) depth estimation (1) monocular depth estimation (1) superpixel segmentation (1) feature correspondence (1) camera trajectory (1) visual odometry (1) similarity measure (1) fully convolutional network (1) ego-motion estimation (1) scale consistency (1) motion smoothness (1) feature embedding space (1) video matching (1) deep embedding learning (1) geometry consistency loss (1) ego-motion learning (1)

Papers

Unsupervised Scale-consistent Depth and Ego-motion Learning from Monocular Video NeurIPS 2019 DEL: Deep Embedding Learning for Efficient Image Segmentation IJCAI 2018 GMS: Grid-based Motion Statistics for Fast, Ultra-Robust Feature Correspondence CVPR 2017